SingularityNET SDK for Python
The package is published in PyPI at the following link:
| Package | Description |
|---|---|
| snet.sdk | Integrate SingularityNET services seamlessly into Python applications |
The SingularityNET SDK allows you to make calls to SingularityNET services programmatically from your application. To communicate between clients and services, SingularityNET uses gRPC. To handle payment of services, SingularityNET uses Ethereum state channels. The SingularityNET SDK abstracts and manages state channels with service providers on behalf of the user and handles authentication with the SingularityNET services.
These instructions are for the development and use of the SingularityNET SDK for Python.
To call a service on a SingularityNET platform, the user must be able to deposit funds (AGIX tokens) to the Multi-Party Escrow Smart Contract. To deposit these tokens or do any other transaction on the Ethereum blockchain.
Once you have installed snet-sdk in your current environment, you can import it into your Python script and create an instance of the base sdk class:
from snet import sdk
config = sdk.config.Config(private_key="YOUR_PRIVATE_KEY",
eth_rpc_endpoint=f"https://sepolia.infura.io/v3/YOUR_INFURA_KEY",
concurrency=False,
force_update=False)
snet_sdk = sdk.SnetSDK(config)The config parameter is an instance of the Config class.
See config.py
for a reference.
private_key: Your wallet's private key that will be used to pay for calls. Is required in config;eth_rpc_endpoint: RPC endpoint that is used to access the Ethereum network. Is required in config;wallet_index: The index of the wallet that will be used to pay for calls;ipfs_endpoint: IPFS endpoint that is used to access IPFS;concurrency: If set to True, will enable concurrency for the SDK;force_update: If set to False, will reuse the existing gRPC stubs (if any) instead of downloading proto and regenerating them every time.mpe_contract_address: The address of the Multi-Party Escrow smart contract;token_contract_address: The address of the SingularityNET token smart contract;registry_contract_address: The address of the Registry smart contract;signer_private_key: The private key of the signer. Used to sign the service call. Equals toprivate_keyby default.
You can use the sdk client instance`s methods get_organization_list() to list all organizations and get_services_list("org_id") to list all services of a given organization.
orgs_list = snet_sdk.get_organization_list()
print(*orgs_list, sep="\n")
# ...
# GoogleOrg3
# 26072b8b6a0e448180f8c0e702ab6d2f
# 43416d873fcb454589900189474b2eaa
# ...org_id = "26072b8b6a0e448180f8c0e702ab6d2f"
services_list = snet_sdk.get_services_list(org_id=org_id)
print(*services_list, sep="\n")
# ExampleserviceNow, the instance of the sdk can be used to create the service client instances, using create_service_client() method.
Continuing from the previous code here is an example using Exampleservice from the 26072b8b6a0e448180f8c0e702ab6d2f
organization:
service_client = snet_sdk.create_service_client(org_id="26072b8b6a0e448180f8c0e702ab6d2f",
service_id="Exampleservice",
group_name="default_group")After executing this code, you should have client libraries created for this service. They are located at the following
path: ~/.snet/org_id/service_id/python/
Note: Currently you can only save files to ~/.snet/.
The instance of service_client that has been generated can be utilized to invoke the methods that the service offers.
You can list these using the get_services_and_messages_info_as_pretty_string() method:
print(service_client.get_services_and_messages_info_as_pretty_string())
# Service: Calculator
# Method: add, Input: Numbers, Output: Result
# Method: sub, Input: Numbers, Output: Result
# Method: mul, Input: Numbers, Output: Result
# Method: div, Input: Numbers, Output: Result
# Message: Numbers
# Field: float a
# Field: float b
# Message: Result
# Field: float valueTo invoke the service's methods, you can use the call_rpc() method. This method requires the names of the method and
data object, along with the data itself, to be passed into it.
To continue with our example, here’s a call to the mul method of the Exampleservice from the
26072b8b6a0e448180f8c0e702ab6d2f organization:
result = service_client.call_rpc("mul", "Numbers", a=20, b=3)
print(f"Calculating 20 * 3: {result}")
# Calculating 20 * 3: 60.0For more information about gRPC and how to use it with Python, please see:
Note: In this example, the user doesn't deposit funds to MPE, doesn't open a channel, and doesn't perform other actions related to payment. In this case, the choice of payment strategy, as well as, if necessary, opening a channel and depositing funds into MPE occurs automatically. For more information on payment, please visit the Payment section.
If you want to use the free calls you will need to pass these arguments to the create_service_client() method:
free_call_auth_token_bin = "f2548d27ffd319b9c05918eeac15ebab934e5cfcd68e1ec3db2b92765",
free_call_token_expiry_block = 172800,
email = "[email protected]" # which using in AI marketplace accountYou can receive these for a given service from the Dapp
Creating a service client with free calls included would look like this:
service_client = snet_sdk.create_service_client(org_id="26072b8b6a0e448180f8c0e702ab6d2f",
service_id="Exampleservice"
free_call_auth_token_bin="f2548d27ffd319b9c05918eeac15ebab934e5cfcd68e1ec3db2b92765",
free_call_token_expiry_block=172800,
email="[email protected]")open_channel()[1] opens a payment channel with the specified amount of AGIX tokens in cogs and expiration time.
Expiration is payment channel's TTL in blocks. When opening a channel, funds are taken from MPE. So they must be
pre-deposited on it. For this, you can use the deposit_to_escrow_account()[1]
method.
snet_sdk.account.deposit_to_escrow_account(123456)
service_client.open_channel(amount=123456, expiration=33333)You can also use the deposit_and_open_channel()[1]
method instead. It does the same as the previous one, but first deposits the specified amount of AGIX tokens in cogs
into an MPE.
service_client.deposit_and_open_channel(amount=123456, expiration=33333)open_channel() as well as deposit_and_open_channel() returns the payment channel. You can use it to add funds to it
and extend its expiration using the following methods:
add_funds()[1],
extend_expiration[1]
and extend_and_add_funds()[1].
payment_channel = service_client.open_channel(amount=123456, expiration=33333)
payment_channel.add_funds(amount=123456)
payment_channel.extend_expiration(expiration=33333)
payment_channel.extend_and_add_funds(amount=123456, expiration=33333)Service client also provides several useful functions. If you need to find out the number of
the current block in the blockchain, there is a get_current_block_number() method for this:
block_number = service_client.get_current_block_number()
print(f"Current block is {block_number}")
# Current block is 6574322To find out the price of calling a service function, you need to use the get_price() method:
price = service_client.get_price()
print(f"The price in cogs for calling the service {service_client.service_id} is {price}")
# The price in cogs for calling the service Exampleservice is 1The metadata of services is stored in IPFS. To view it, you need to call the get_service_metadata() method, passing
the organization id and the service id to it.
service_metadata = snet_sdk.get_service_metadata(org_id="26072b8b6a0e448180f8c0e702ab6d2f", service_id="Exampleservice")
print(*service_metadata.m.items(), sep="\n", end="\n\n")
print(*service_metadata.get_tags(), sep=",", end="\n\n")
print(*service_metadata.get_all_endpoints_for_group(group_name="default_group"), sep=",", end="\n\n")
# ('version', 1)
# ('display_name', 'Example service')
# ('encoding', 'proto')
# ('service_type', 'grpc')
# ('model_ipfs_hash', 'QmeyrQkEyba8dd4rc3jrLd5pEwsxHutfH2RvsSaeSMqTtQ')
# ('mpe_address', '0x7E0aF8988DF45B824b2E0e0A87c6196897744970')
# ('groups', [{'free_calls': 0, 'free_call_signer_address': '0x7DF35C98f41F3Af0df1dc4c7F7D4C19a71Dd059F', 'daemon_addresses': ['0x0709e9b78756b740ab0c64427f43f8305fd6d1a7'], 'pricing': [{'default': True, 'price_model': 'fixed_price', 'price_in_cogs': 1}], 'endpoints': ['http://node1.naint.tech:62400'], 'group_id': '/mb90Qs8VktxGQmU0uRu0bSlGgqeDlYrKrs+WbsOvOQ=', 'group_name': 'default_group'}])
# ('service_description', {'url': 'https://ropsten-v2-publisher.singularitynet.io/org', 'short_description': 'Example service', 'description': 'Example service'})
# ('media', [{'order': 1, 'url': 'https://ropsten-marketplace-service-assets.s3.us-east-1.amazonaws.com/26072b8b6a0e448180f8c0e702ab6d2f/services/d05c62bf9aa84843a195457d98417f4e/assets/20240327124952_asset.jpeg', 'file_type': 'image', 'asset_type': 'hero_image', 'alt_text': ''}])
# ('contributors', [{'name': 'test', 'email_id': ''}])
# ('tags', ['exampleservice'])
#
# exampleservice
#
# http://node1.naint.tech:62400In the section Calling the service we already talked about the function
get_services_and_messages_info_as_pretty_string(), with which you can get information about the methods and
messages of a service. But if you need to process lists of services and messages, it is better to use the
get_services_and_messages_info() method.
services, messages = service_client.get_services_and_messages_info()
print(services)
print(messages)
# {'Calculator': [('add', 'Numbers', 'Result'), ('sub', 'Numbers', 'Result'), ('mul', 'Numbers', 'Result'), ('div', 'Numbers', 'Result')]}
# {'Numbers': [('float', 'a'), ('float', 'b')], 'Result': [('float', 'value')]}- Clone the git repository
$ git clone [email protected]:singnet/snet-sdk-python.git
$ cd snet-sdk-python- Install the required dependencies
$ pip install -r requirements.txt- Install the package in development/editable mode
$ pip install -e .This project is licensed under the MIT License - see the LICENSE file for details.